Overview
Brought to you by YData
Dataset statistics
| Number of variables | 17 |
|---|---|
| Number of observations | 42896 |
| Missing cells | 52072 |
| Missing cells (%) | 7.1% |
| Duplicate rows | 906 |
| Duplicate rows (%) | 2.1% |
| Total size in memory | 12.9 MiB |
| Average record size in memory | 315.7 B |
Variable types
| Numeric | 11 |
|---|---|
| Categorical | 4 |
| Text | 2 |
type has constant value "audio_features" | Constant |
| Dataset has 906 (2.1%) duplicate rows | Duplicates |
acousticness is highly overall correlated with energy and 1 other fields | High correlation |
duration_ms is highly overall correlated with instrumentalness | High correlation |
energy is highly overall correlated with acousticness and 1 other fields | High correlation |
instrumentalness is highly overall correlated with acousticness and 1 other fields | High correlation |
loudness is highly overall correlated with energy | High correlation |
time_signature is highly imbalanced (84.3%) | Imbalance |
loudness has 9170 (21.4%) missing values | Missing |
song_name has 21085 (49.2%) missing values | Missing |
title has 21817 (50.9%) missing values | Missing |
key has 3520 (8.2%) zeros | Zeros |
instrumentalness has 11473 (26.7%) zeros | Zeros |
Reproduction
| Analysis started | 2025-03-19 16:14:43.582273 |
|---|---|
| Analysis finished | 2025-03-19 16:14:49.950826 |
| Duration | 6.37 seconds |
| Software version | ydata-profiling vv4.15.0 |
| Download configuration | config.json |
Variables
danceability
Real number (ℝ)
| Distinct | 921 |
|---|---|
| Distinct (%) | 2.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.63933611 |
| Minimum | 0.0651 |
|---|---|
| Maximum | 0.988 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 335.3 KiB |
Quantile statistics
| Minimum | 0.0651 |
|---|---|
| 5-th percentile | 0.378 |
| Q1 | 0.524 |
| median | 0.646 |
| Q3 | 0.766 |
| 95-th percentile | 0.878 |
| Maximum | 0.988 |
| Range | 0.9229 |
| Interquartile range (IQR) | 0.242 |
Descriptive statistics
| Standard deviation | 0.15658499 |
|---|---|
| Coefficient of variation (CV) | 0.24491811 |
| Kurtosis | -0.48618557 |
| Mean | 0.63933611 |
| Median Absolute Deviation (MAD) | 0.121 |
| Skewness | -0.265132 |
| Sum | 27424.962 |
| Variance | 0.024518859 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.804 | 193 | 0.4% |
| 0.808 | 166 | 0.4% |
| 0.8 | 154 | 0.4% |
| 0.802 | 153 | 0.4% |
| 0.805 | 150 | 0.3% |
| 0.803 | 150 | 0.3% |
| 0.809 | 141 | 0.3% |
| 0.81 | 136 | 0.3% |
| 0.807 | 134 | 0.3% |
| 0.792 | 126 | 0.3% |
| Other values (911) | 41393 |
| Value | Count | Frequency (%) |
| 0.0651 | 2 | |
| 0.0753 | 1 | |
| 0.0891 | 2 | |
| 0.0979 | 1 | |
| 0.106 | 2 | |
| 0.111 | 1 | |
| 0.116 | 1 | |
| 0.119 | 1 | |
| 0.121 | 1 | |
| 0.123 | 1 |
| Value | Count | Frequency (%) |
| 0.988 | 3 | |
| 0.985 | 4 | |
| 0.984 | 1 | < 0.1% |
| 0.983 | 2 | |
| 0.982 | 1 | < 0.1% |
| 0.981 | 1 | < 0.1% |
| 0.98 | 2 | |
| 0.979 | 2 | |
| 0.978 | 3 | |
| 0.977 | 2 |
energy
Real number (ℝ)
High correlation 
| Distinct | 955 |
|---|---|
| Distinct (%) | 2.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.76256045 |
| Minimum | 0.000243 |
|---|---|
| Maximum | 1 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 335.3 KiB |
Quantile statistics
| Minimum | 0.000243 |
|---|---|
| 5-th percentile | 0.425 |
| Q1 | 0.632 |
| median | 0.803 |
| Q3 | 0.923 |
| 95-th percentile | 0.982 |
| Maximum | 1 |
| Range | 0.999757 |
| Interquartile range (IQR) | 0.291 |
Descriptive statistics
| Standard deviation | 0.18369117 |
|---|---|
| Coefficient of variation (CV) | 0.24088736 |
| Kurtosis | -0.20130099 |
| Mean | 0.76256045 |
| Median Absolute Deviation (MAD) | 0.135 |
| Skewness | -0.73716286 |
| Sum | 32710.793 |
| Variance | 0.033742448 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.977 | 191 | 0.4% |
| 0.953 | 172 | 0.4% |
| 0.988 | 171 | 0.4% |
| 0.97 | 170 | 0.4% |
| 0.956 | 169 | 0.4% |
| 0.924 | 165 | 0.4% |
| 0.963 | 162 | 0.4% |
| 0.98 | 159 | 0.4% |
| 0.951 | 159 | 0.4% |
| 0.942 | 158 | 0.4% |
| Other values (945) | 41220 |
| Value | Count | Frequency (%) |
| 0.000243 | 2 | |
| 0.000602 | 1 | |
| 0.0127 | 1 | |
| 0.0148 | 1 | |
| 0.0223 | 1 | |
| 0.0279 | 2 | |
| 0.0297 | 1 | |
| 0.0321 | 1 | |
| 0.0393 | 1 | |
| 0.0453 | 1 |
| Value | Count | Frequency (%) |
| 1 | 5 | < 0.1% |
| 0.999 | 22 | 0.1% |
| 0.999 | 3 | < 0.1% |
| 0.998 | 87 | |
| 0.997 | 94 | |
| 0.996 | 100 | |
| 0.995 | 123 | |
| 0.994 | 144 | |
| 0.994 | 4 | < 0.1% |
| 0.993 | 133 |
key
Real number (ℝ)
Zeros 
| Distinct | 12 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.3685658 |
| Minimum | 0 |
|---|---|
| Maximum | 11 |
| Zeros | 3520 |
| Zeros (%) | 8.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 335.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 6 |
| Q3 | 9 |
| 95-th percentile | 11 |
| Maximum | 11 |
| Range | 11 |
| Interquartile range (IQR) | 8 |
Descriptive statistics
| Standard deviation | 3.6649926 |
|---|---|
| Coefficient of variation (CV) | 0.68267629 |
| Kurtosis | -1.365958 |
| Mean | 5.3685658 |
| Median Absolute Deviation (MAD) | 4 |
| Skewness | -0.00095694629 |
| Sum | 230290 |
| Variance | 13.432171 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 7641 | |
| 7 | 4332 | |
| 11 | 4197 | |
| 6 | 3767 | |
| 0 | 3520 | |
| 8 | 3405 | |
| 10 | 3294 | |
| 9 | 3293 | |
| 2 | 3093 | |
| 5 | 3047 | 7.1% |
| Other values (2) | 3307 |
| Value | Count | Frequency (%) |
| 0 | 3520 | |
| 1 | 7641 | |
| 2 | 3093 | |
| 3 | 910 | 2.1% |
| 4 | 2397 | 5.6% |
| 5 | 3047 | 7.1% |
| 6 | 3767 | |
| 7 | 4332 | |
| 8 | 3405 | |
| 9 | 3293 |
| Value | Count | Frequency (%) |
| 11 | 4197 | |
| 10 | 3294 | |
| 9 | 3293 | |
| 8 | 3405 | |
| 7 | 4332 | |
| 6 | 3767 | |
| 5 | 3047 | |
| 4 | 2397 | |
| 3 | 910 | 2.1% |
| 2 | 3093 |
loudness
Real number (ℝ)
High correlation  Missing 
| Distinct | 11257 |
|---|---|
| Distinct (%) | 33.4% |
| Missing | 9170 |
| Missing (%) | 21.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -6.4638994 |
| Minimum | -32.929 |
|---|---|
| Maximum | 3.148 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Negative | 33562 |
| Negative (%) | 78.2% |
| Memory size | 335.3 KiB |
Quantile statistics
| Minimum | -32.929 |
|---|---|
| 5-th percentile | -11.626 |
| Q1 | -8.165 |
| median | -6.2285 |
| Q3 | -4.52 |
| 95-th percentile | -2.00625 |
| Maximum | 3.148 |
| Range | 36.077 |
| Interquartile range (IQR) | 3.645 |
Descriptive statistics
| Standard deviation | 2.9381711 |
|---|---|
| Coefficient of variation (CV) | -0.45455087 |
| Kurtosis | 1.4448485 |
| Mean | -6.4638994 |
| Median Absolute Deviation (MAD) | 1.817 |
| Skewness | -0.62893063 |
| Sum | -218001.47 |
| Variance | 8.6328493 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -6.142 | 19 | < 0.1% |
| -6.186 | 17 | < 0.1% |
| -5.892 | 16 | < 0.1% |
| -5.943 | 16 | < 0.1% |
| -5.572 | 15 | < 0.1% |
| -5.334 | 15 | < 0.1% |
| -5.531 | 15 | < 0.1% |
| -4.162 | 15 | < 0.1% |
| -7.641 | 15 | < 0.1% |
| -5.545 | 14 | < 0.1% |
| Other values (11247) | 33569 | |
| (Missing) | 9170 | 21.4% |
| Value | Count | Frequency (%) |
| -32.929 | 1 | |
| -26.172 | 1 | |
| -26.113 | 1 | |
| -24.694 | 1 | |
| -24.563 | 1 | |
| -24.203 | 1 | |
| -23.577 | 1 | |
| -23.39 | 1 | |
| -23.385 | 1 | |
| -23.035 | 1 |
| Value | Count | Frequency (%) |
| 3.148 | 1 | |
| 2.499 | 1 | |
| 2.363 | 1 | |
| 2.185 | 1 | |
| 1.949 | 1 | |
| 1.877 | 1 | |
| 1.851 | 1 | |
| 1.85 | 1 | |
| 1.833 | 1 | |
| 1.792 | 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 23571 | |
| 0 | 19325 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 23571 | |
| 0 | 19325 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 23571 | |
| 0 | 19325 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 42896 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 23571 | |
| 0 | 19325 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 42896 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 23571 | |
| 0 | 19325 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 42896 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 23571 | |
| 0 | 19325 |
speechiness
Real number (ℝ)
| Distinct | 1474 |
|---|---|
| Distinct (%) | 3.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.13644625 |
| Minimum | 0.0227 |
|---|---|
| Maximum | 0.946 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 335.3 KiB |
Quantile statistics
| Minimum | 0.0227 |
|---|---|
| 5-th percentile | 0.0348 |
| Q1 | 0.0491 |
| median | 0.0754 |
| Q3 | 0.193 |
| 95-th percentile | 0.398 |
| Maximum | 0.946 |
| Range | 0.9233 |
| Interquartile range (IQR) | 0.1439 |
Descriptive statistics
| Standard deviation | 0.12597627 |
|---|---|
| Coefficient of variation (CV) | 0.92326664 |
| Kurtosis | 2.889166 |
| Mean | 0.13644625 |
| Median Absolute Deviation (MAD) | 0.0347 |
| Skewness | 1.6715108 |
| Sum | 5852.9984 |
| Variance | 0.015870021 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.102 | 123 | 0.3% |
| 0.106 | 116 | 0.3% |
| 0.105 | 115 | 0.3% |
| 0.109 | 113 | 0.3% |
| 0.111 | 112 | 0.3% |
| 0.11 | 110 | 0.3% |
| 0.113 | 106 | 0.2% |
| 0.107 | 104 | 0.2% |
| 0.114 | 100 | 0.2% |
| 0.124 | 96 | 0.2% |
| Other values (1464) | 41801 |
| Value | Count | Frequency (%) |
| 0.0227 | 2 | |
| 0.0232 | 2 | |
| 0.0235 | 1 | < 0.1% |
| 0.0238 | 1 | < 0.1% |
| 0.0239 | 1 | < 0.1% |
| 0.0241 | 1 | < 0.1% |
| 0.0242 | 3 | |
| 0.0243 | 1 | < 0.1% |
| 0.0244 | 2 | |
| 0.0245 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0.946 | 1 | < 0.1% |
| 0.944 | 1 | < 0.1% |
| 0.914 | 1 | < 0.1% |
| 0.908 | 3 | |
| 0.906 | 1 | < 0.1% |
| 0.905 | 1 | < 0.1% |
| 0.902 | 2 | |
| 0.898 | 1 | < 0.1% |
| 0.89 | 1 | < 0.1% |
| 0.888 | 1 | < 0.1% |
acousticness
Real number (ℝ)
High correlation 
| Distinct | 4707 |
|---|---|
| Distinct (%) | 11.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.096260315 |
| Minimum | 1.07 × 10-6 |
|---|---|
| Maximum | 0.988 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 335.3 KiB |
Quantile statistics
| Minimum | 1.07 × 10-6 |
|---|---|
| 5-th percentile | 8.9475 × 10-5 |
| Q1 | 0.00173 |
| median | 0.0164 |
| Q3 | 0.107 |
| 95-th percentile | 0.497 |
| Maximum | 0.988 |
| Range | 0.98799893 |
| Interquartile range (IQR) | 0.10527 |
Descriptive statistics
| Standard deviation | 0.17084273 |
|---|---|
| Coefficient of variation (CV) | 1.7747992 |
| Kurtosis | 6.5271008 |
| Mean | 0.096260315 |
| Median Absolute Deviation (MAD) | 0.016194 |
| Skewness | 2.5299953 |
| Sum | 4129.1825 |
| Variance | 0.029187238 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.128 | 75 | 0.2% |
| 0.114 | 74 | 0.2% |
| 0.106 | 69 | 0.2% |
| 0.125 | 69 | 0.2% |
| 0.0138 | 68 | 0.2% |
| 0.105 | 61 | 0.1% |
| 0.0105 | 60 | 0.1% |
| 0.102 | 57 | 0.1% |
| 0.111 | 57 | 0.1% |
| 0.133 | 56 | 0.1% |
| Other values (4697) | 42250 |
| Value | Count | Frequency (%) |
| 1.07 × 10-6 | 1 | |
| 1.14 × 10-6 | 1 | |
| 1.21 × 10-6 | 1 | |
| 1.46 × 10-6 | 1 | |
| 1.81 × 10-6 | 1 | |
| 1.83 × 10-6 | 1 | |
| 1.93 × 10-6 | 1 | |
| 2.14 × 10-6 | 1 | |
| 2.43 × 10-6 | 1 | |
| 2.46 × 10-6 | 1 |
| Value | Count | Frequency (%) |
| 0.988 | 1 | < 0.1% |
| 0.987 | 1 | < 0.1% |
| 0.986 | 2 | |
| 0.985 | 1 | < 0.1% |
| 0.984 | 1 | < 0.1% |
| 0.983 | 1 | < 0.1% |
| 0.982 | 2 | |
| 0.98 | 1 | < 0.1% |
| 0.978 | 3 | |
| 0.976 | 3 |
instrumentalness
Real number (ℝ)
High correlation  Zeros 
| Distinct | 4867 |
|---|---|
| Distinct (%) | 11.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.28322936 |
| Minimum | 0 |
|---|---|
| Maximum | 0.989 |
| Zeros | 11473 |
| Zeros (%) | 26.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 335.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0.00596 |
| Q3 | 0.722 |
| 95-th percentile | 0.909 |
| Maximum | 0.989 |
| Range | 0.989 |
| Interquartile range (IQR) | 0.722 |
Descriptive statistics
| Standard deviation | 0.37081022 |
|---|---|
| Coefficient of variation (CV) | 1.3092224 |
| Kurtosis | -1.2495296 |
| Mean | 0.28322936 |
| Median Absolute Deviation (MAD) | 0.00596 |
| Skewness | 0.75166777 |
| Sum | 12149.407 |
| Variance | 0.13750022 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 11473 | 26.7% |
| 0.871 | 93 | 0.2% |
| 0.897 | 90 | 0.2% |
| 0.901 | 85 | 0.2% |
| 0.895 | 85 | 0.2% |
| 0.858 | 79 | 0.2% |
| 0.874 | 79 | 0.2% |
| 0.865 | 78 | 0.2% |
| 0.892 | 77 | 0.2% |
| 0.883 | 77 | 0.2% |
| Other values (4857) | 30680 |
| Value | Count | Frequency (%) |
| 0 | 11473 | |
| 1 × 10-6 | 5 | < 0.1% |
| 1.01 × 10-6 | 13 | < 0.1% |
| 1.02 × 10-6 | 13 | < 0.1% |
| 1.03 × 10-6 | 13 | < 0.1% |
| 1.04 × 10-6 | 16 | < 0.1% |
| 1.05 × 10-6 | 7 | < 0.1% |
| 1.06 × 10-6 | 13 | < 0.1% |
| 1.07 × 10-6 | 9 | < 0.1% |
| 1.08 × 10-6 | 7 | < 0.1% |
| Value | Count | Frequency (%) |
| 0.989 | 3 | |
| 0.988 | 1 | < 0.1% |
| 0.987 | 1 | < 0.1% |
| 0.986 | 1 | < 0.1% |
| 0.985 | 1 | < 0.1% |
| 0.983 | 1 | < 0.1% |
| 0.982 | 1 | < 0.1% |
| 0.981 | 6 | |
| 0.979 | 2 | < 0.1% |
| 0.978 | 4 |
liveness
Real number (ℝ)
| Distinct | 1737 |
|---|---|
| Distinct (%) | 4.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.21408004 |
| Minimum | 0.0107 |
|---|---|
| Maximum | 0.988 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 335.3 KiB |
Quantile statistics
| Minimum | 0.0107 |
|---|---|
| 5-th percentile | 0.0615 |
| Q1 | 0.0996 |
| median | 0.135 |
| Q3 | 0.294 |
| 95-th percentile | 0.61825 |
| Maximum | 0.988 |
| Range | 0.9773 |
| Interquartile range (IQR) | 0.1944 |
Descriptive statistics
| Standard deviation | 0.17546346 |
|---|---|
| Coefficient of variation (CV) | 0.81961618 |
| Kurtosis | 3.0811814 |
| Mean | 0.21408004 |
| Median Absolute Deviation (MAD) | 0.0546 |
| Skewness | 1.7803261 |
| Sum | 9183.1773 |
| Variance | 0.030787427 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.111 | 689 | 1.6% |
| 0.109 | 487 | 1.1% |
| 0.107 | 455 | 1.1% |
| 0.11 | 443 | 1.0% |
| 0.106 | 432 | 1.0% |
| 0.105 | 368 | 0.9% |
| 0.102 | 364 | 0.8% |
| 0.114 | 349 | 0.8% |
| 0.113 | 348 | 0.8% |
| 0.115 | 316 | 0.7% |
| Other values (1727) | 38645 |
| Value | Count | Frequency (%) |
| 0.0107 | 1 | < 0.1% |
| 0.0121 | 3 | |
| 0.0135 | 1 | < 0.1% |
| 0.0141 | 3 | |
| 0.0147 | 1 | < 0.1% |
| 0.0149 | 1 | < 0.1% |
| 0.0153 | 3 | |
| 0.0159 | 1 | < 0.1% |
| 0.0182 | 1 | < 0.1% |
| 0.0188 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0.988 | 1 | < 0.1% |
| 0.981 | 2 | < 0.1% |
| 0.979 | 1 | < 0.1% |
| 0.978 | 3 | |
| 0.976 | 1 | < 0.1% |
| 0.975 | 5 | |
| 0.973 | 2 | < 0.1% |
| 0.97 | 1 | < 0.1% |
| 0.969 | 1 | < 0.1% |
| 0.968 | 1 | < 0.1% |
valence
Real number (ℝ)
| Distinct | 1716 |
|---|---|
| Distinct (%) | 4.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.3571699 |
| Minimum | 0.0187 |
|---|---|
| Maximum | 0.988 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 335.3 KiB |
Quantile statistics
| Minimum | 0.0187 |
|---|---|
| 5-th percentile | 0.0436 |
| Q1 | 0.161 |
| median | 0.322 |
| Q3 | 0.522 |
| 95-th percentile | 0.797 |
| Maximum | 0.988 |
| Range | 0.9693 |
| Interquartile range (IQR) | 0.361 |
Descriptive statistics
| Standard deviation | 0.23325546 |
|---|---|
| Coefficient of variation (CV) | 0.65306582 |
| Kurtosis | -0.60890607 |
| Mean | 0.3571699 |
| Median Absolute Deviation (MAD) | 0.175 |
| Skewness | 0.54957366 |
| Sum | 15321.16 |
| Variance | 0.054408108 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.142 | 99 | 0.2% |
| 0.158 | 97 | 0.2% |
| 0.144 | 93 | 0.2% |
| 0.186 | 92 | 0.2% |
| 0.141 | 91 | 0.2% |
| 0.175 | 90 | 0.2% |
| 0.15 | 88 | 0.2% |
| 0.178 | 88 | 0.2% |
| 0.152 | 87 | 0.2% |
| 0.159 | 87 | 0.2% |
| Other values (1706) | 41984 |
| Value | Count | Frequency (%) |
| 0.0187 | 2 | |
| 0.0196 | 3 | |
| 0.0199 | 1 | < 0.1% |
| 0.0206 | 3 | |
| 0.0218 | 3 | |
| 0.0228 | 1 | < 0.1% |
| 0.0235 | 1 | < 0.1% |
| 0.0236 | 1 | < 0.1% |
| 0.0237 | 1 | < 0.1% |
| 0.0239 | 2 |
| Value | Count | Frequency (%) |
| 0.988 | 1 | < 0.1% |
| 0.98 | 3 | |
| 0.979 | 1 | < 0.1% |
| 0.976 | 2 | < 0.1% |
| 0.975 | 4 | |
| 0.974 | 2 | < 0.1% |
| 0.973 | 1 | < 0.1% |
| 0.972 | 3 | |
| 0.971 | 4 | |
| 0.97 | 5 |
tempo
Real number (ℝ)
| Distinct | 15569 |
|---|---|
| Distinct (%) | 36.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 147.49209 |
| Minimum | 57.967 |
|---|---|
| Maximum | 220.29 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 335.3 KiB |
Quantile statistics
| Minimum | 57.967 |
|---|---|
| 5-th percentile | 115.82175 |
| Q1 | 129.91875 |
| median | 144.9705 |
| Q3 | 161.5975 |
| 95-th percentile | 192.8865 |
| Maximum | 220.29 |
| Range | 162.323 |
| Interquartile range (IQR) | 31.67875 |
Descriptive statistics
| Standard deviation | 23.861654 |
|---|---|
| Coefficient of variation (CV) | 0.1617826 |
| Kurtosis | 0.10894812 |
| Mean | 147.49209 |
| Median Absolute Deviation (MAD) | 15.455 |
| Skewness | 0.47899078 |
| Sum | 6326820.5 |
| Variance | 569.37851 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 150.02 | 59 | 0.1% |
| 125 | 57 | 0.1% |
| 149.998 | 51 | 0.1% |
| 125.002 | 50 | 0.1% |
| 128 | 49 | 0.1% |
| 150 | 48 | 0.1% |
| 149.992 | 47 | 0.1% |
| 125.007 | 46 | 0.1% |
| 123.999 | 46 | 0.1% |
| 128.005 | 44 | 0.1% |
| Other values (15559) | 42399 |
| Value | Count | Frequency (%) |
| 57.967 | 1 | |
| 61.309 | 1 | |
| 64.331 | 1 | |
| 64.934 | 1 | |
| 64.95 | 1 | |
| 66.424 | 1 | |
| 67.003 | 1 | |
| 69.986 | 1 | |
| 70.022 | 1 | |
| 70.231 | 1 |
| Value | Count | Frequency (%) |
| 220.29 | 1 | |
| 220.232 | 1 | |
| 220.216 | 1 | |
| 220.154 | 1 | |
| 220.152 | 1 | |
| 220.148 | 2 | |
| 220.138 | 1 | |
| 220.13 | 1 | |
| 220.112 | 1 | |
| 220.102 | 1 |
type
Categorical
Constant 
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.6 MiB |
| audio_features |
|---|
Length
| Max length | 14 |
|---|---|
| Median length | 14 |
| Mean length | 14 |
| Min length | 14 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | audio_features |
|---|---|
| 2nd row | audio_features |
| 3rd row | audio_features |
| 4th row | audio_features |
| 5th row | audio_features |
Common Values
| Value | Count | Frequency (%) |
| audio_features | 42896 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| audio_features | 42896 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 85792 | |
| u | 85792 | |
| e | 85792 | |
| d | 42896 | |
| i | 42896 | |
| o | 42896 | |
| _ | 42896 | |
| f | 42896 | |
| t | 42896 | |
| r | 42896 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 600544 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| a | 85792 | |
| u | 85792 | |
| e | 85792 | |
| d | 42896 | |
| i | 42896 | |
| o | 42896 | |
| _ | 42896 | |
| f | 42896 | |
| t | 42896 | |
| r | 42896 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 600544 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| a | 85792 | |
| u | 85792 | |
| e | 85792 | |
| d | 42896 | |
| i | 42896 | |
| o | 42896 | |
| _ | 42896 | |
| f | 42896 | |
| t | 42896 | |
| r | 42896 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 600544 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| a | 85792 | |
| u | 85792 | |
| e | 85792 | |
| d | 42896 | |
| i | 42896 | |
| o | 42896 | |
| _ | 42896 | |
| f | 42896 | |
| t | 42896 | |
| r | 42896 |
duration_ms
Real number (ℝ)
High correlation 
| Distinct | 26261 |
|---|---|
| Distinct (%) | 61.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 250913.57 |
| Minimum | 25600 |
|---|---|
| Maximum | 913052 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 335.3 KiB |
Quantile statistics
| Minimum | 25600 |
|---|---|
| 5-th percentile | 121186 |
| Q1 | 179971.25 |
| median | 224663 |
| Q3 | 301288.5 |
| 95-th percentile | 457973.25 |
| Maximum | 913052 |
| Range | 887452 |
| Interquartile range (IQR) | 121317.25 |
Descriptive statistics
| Standard deviation | 102979.76 |
|---|---|
| Coefficient of variation (CV) | 0.41041926 |
| Kurtosis | 0.49528913 |
| Mean | 250913.57 |
| Median Absolute Deviation (MAD) | 54250 |
| Skewness | 0.95262368 |
| Sum | 1.0763189 × 1010 |
| Variance | 1.0604831 × 1010 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 192000 | 105 | 0.2% |
| 240000 | 87 | 0.2% |
| 224000 | 68 | 0.2% |
| 211200 | 57 | 0.1% |
| 230400 | 57 | 0.1% |
| 172800 | 52 | 0.1% |
| 217600 | 49 | 0.1% |
| 236800 | 43 | 0.1% |
| 268800 | 43 | 0.1% |
| 168000 | 39 | 0.1% |
| Other values (26251) | 42296 |
| Value | Count | Frequency (%) |
| 25600 | 1 | |
| 35862 | 1 | |
| 38333 | 1 | |
| 41290 | 1 | |
| 42133 | 1 | |
| 43807 | 1 | |
| 48107 | 1 | |
| 48423 | 1 | |
| 48667 | 1 | |
| 49227 | 1 |
| Value | Count | Frequency (%) |
| 913052 | 1 | |
| 894386 | 1 | |
| 855502 | 1 | |
| 847302 | 1 | |
| 821168 | 1 | |
| 774294 | 1 | |
| 757972 | 1 | |
| 752000 | 1 | |
| 728413 | 1 | |
| 723573 | 2 |
time_signature
Categorical
Imbalance 
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.0 MiB |
| 4 | |
|---|---|
| 3 | 1227 |
| 5 | 519 |
| 1 | 151 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 4 |
|---|---|
| 2nd row | 4 |
| 3rd row | 4 |
| 4th row | 3 |
| 5th row | 4 |
Common Values
| Value | Count | Frequency (%) |
| 4 | 40999 | |
| 3 | 1227 | 2.9% |
| 5 | 519 | 1.2% |
| 1 | 151 | 0.4% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 4 | 40999 | |
| 3 | 1227 | 2.9% |
| 5 | 519 | 1.2% |
| 1 | 151 | 0.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| 4 | 40999 | |
| 3 | 1227 | 2.9% |
| 5 | 519 | 1.2% |
| 1 | 151 | 0.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 42896 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 4 | 40999 | |
| 3 | 1227 | 2.9% |
| 5 | 519 | 1.2% |
| 1 | 151 | 0.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 42896 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 4 | 40999 | |
| 3 | 1227 | 2.9% |
| 5 | 519 | 1.2% |
| 1 | 151 | 0.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 42896 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 4 | 40999 | |
| 3 | 1227 | 2.9% |
| 5 | 519 | 1.2% |
| 1 | 151 | 0.4% |
genre
Categorical
| Distinct | 15 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.3 MiB |
| Underground Rap | |
|---|---|
| Dark Trap | |
| Hiphop | |
| trance | |
| techhouse | |
| Other values (10) |
Length
| Max length | 15 |
|---|---|
| Median length | 10 |
| Mean length | 7.6035761 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Dark Trap |
|---|---|
| 2nd row | Dark Trap |
| 3rd row | Dark Trap |
| 4th row | Dark Trap |
| 5th row | Dark Trap |
Common Values
| Value | Count | Frequency (%) |
| Underground Rap | 5948 | |
| Dark Trap | 4634 | |
| Hiphop | 3080 | 7.2% |
| trance | 3038 | 7.1% |
| techhouse | 3019 | 7.0% |
| dnb | 3017 | 7.0% |
| trap | 3014 | 7.0% |
| techno | 3007 | 7.0% |
| psytrance | 3003 | 7.0% |
| hardstyle | 2981 | 6.9% |
| Other values (5) | 8155 |
Length
| Value | Count | Frequency (%) |
| trap | 9632 | |
| rap | 7818 | |
| underground | 5948 | |
| dark | 4634 | |
| hiphop | 3080 | 5.6% |
| trance | 3038 | 5.5% |
| techhouse | 3019 | 5.4% |
| dnb | 3017 | 5.4% |
| techno | 3007 | 5.4% |
| psytrance | 3003 | 5.4% |
| Other values (5) | 9266 |
Most occurring characters
| Value | Count | Frequency (%) |
| r | 35184 | 10.8% |
| a | 33090 | 10.1% |
| p | 27081 | 8.3% |
| n | 26089 | 8.0% |
| e | 25999 | 8.0% |
| t | 20046 | 6.1% |
| d | 17894 | 5.5% |
| o | 17227 | 5.3% |
| h | 15106 | 4.6% |
| 12566 | 3.9% | |
| Other values (19) | 95881 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 326163 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| r | 35184 | 10.8% |
| a | 33090 | 10.1% |
| p | 27081 | 8.3% |
| n | 26089 | 8.0% |
| e | 25999 | 8.0% |
| t | 20046 | 6.1% |
| d | 17894 | 5.5% |
| o | 17227 | 5.3% |
| h | 15106 | 4.6% |
| 12566 | 3.9% | |
| Other values (19) | 95881 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 326163 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| r | 35184 | 10.8% |
| a | 33090 | 10.1% |
| p | 27081 | 8.3% |
| n | 26089 | 8.0% |
| e | 25999 | 8.0% |
| t | 20046 | 6.1% |
| d | 17894 | 5.5% |
| o | 17227 | 5.3% |
| h | 15106 | 4.6% |
| 12566 | 3.9% | |
| Other values (19) | 95881 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 326163 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| r | 35184 | 10.8% |
| a | 33090 | 10.1% |
| p | 27081 | 8.3% |
| n | 26089 | 8.0% |
| e | 25999 | 8.0% |
| t | 20046 | 6.1% |
| d | 17894 | 5.5% |
| o | 17227 | 5.3% |
| h | 15106 | 4.6% |
| 12566 | 3.9% | |
| Other values (19) | 95881 |
song_name
Text
Missing 
| Distinct | 15439 |
|---|---|
| Distinct (%) | 70.8% |
| Missing | 21085 |
| Missing (%) | 49.2% |
| Memory size | 2.0 MiB |
Length
| Max length | 138 |
|---|---|
| Median length | 94 |
| Mean length | 15.5058 |
| Min length | 1 |
Unique
| Unique | 11537 ? |
|---|---|
| Unique (%) | 52.9% |
Sample
| 1st row | Mercury: Retrograde |
|---|---|
| 2nd row | Pathology |
| 3rd row | Symbiote |
| 4th row | ProductOfDrugs (Prod. The Virus and Antidote) |
| 5th row | Venom |
| Value | Count | Frequency (%) |
| feat | 2494 | 4.0% |
| the | 1698 | 2.7% |
| 1655 | 2.6% | |
| you | 760 | 1.2% |
| me | 759 | 1.2% |
| i | 725 | 1.2% |
| a | 589 | 0.9% |
| my | 514 | 0.8% |
| it | 500 | 0.8% |
| of | 467 | 0.7% |
| Other values (10934) | 52297 |
Most occurring characters
| Value | Count | Frequency (%) |
| 40647 | 12.0% | |
| e | 29068 | 8.6% |
| a | 19569 | 5.8% |
| o | 17404 | 5.1% |
| t | 16500 | 4.9% |
| i | 15879 | 4.7% |
| n | 13890 | 4.1% |
| r | 12634 | 3.7% |
| l | 10336 | 3.1% |
| s | 10038 | 3.0% |
| Other values (180) | 152232 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 338197 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 40647 | 12.0% | |
| e | 29068 | 8.6% |
| a | 19569 | 5.8% |
| o | 17404 | 5.1% |
| t | 16500 | 4.9% |
| i | 15879 | 4.7% |
| n | 13890 | 4.1% |
| r | 12634 | 3.7% |
| l | 10336 | 3.1% |
| s | 10038 | 3.0% |
| Other values (180) | 152232 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 338197 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 40647 | 12.0% | |
| e | 29068 | 8.6% |
| a | 19569 | 5.8% |
| o | 17404 | 5.1% |
| t | 16500 | 4.9% |
| i | 15879 | 4.7% |
| n | 13890 | 4.1% |
| r | 12634 | 3.7% |
| l | 10336 | 3.1% |
| s | 10038 | 3.0% |
| Other values (180) | 152232 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 338197 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 40647 | 12.0% | |
| e | 29068 | 8.6% |
| a | 19569 | 5.8% |
| o | 17404 | 5.1% |
| t | 16500 | 4.9% |
| i | 15879 | 4.7% |
| n | 13890 | 4.1% |
| r | 12634 | 3.7% |
| l | 10336 | 3.1% |
| s | 10038 | 3.0% |
| Other values (180) | 152232 |
title
Text
Missing 
| Distinct | 132 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 21817 |
| Missing (%) | 50.9% |
| Memory size | 2.1 MiB |
Length
| Max length | 49 |
|---|---|
| Median length | 37 |
| Mean length | 22.348546 |
| Min length | 4 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Dirtybird Players |
|---|---|
| 2nd row | Tech House Movement |
| 3rd row | tech house |
| 4th row | Tech House Bangerz |
| 5th row | tech house |
| Value | Count | Frequency (%) |
| 5310 | 7.0% | |
| 2020 | 4148 | 5.5% |
| trance | 3894 | 5.2% |
| hardstyle | 3072 | 4.1% |
| techno | 3065 | 4.1% |
| bass | 3014 | 4.0% |
| drum | 2963 | 3.9% |
| psytrance | 2637 | 3.5% |
| euphoric | 2066 | 2.7% |
| house | 2065 | 2.7% |
| Other values (142) | 43109 |
Most occurring characters
| Value | Count | Frequency (%) |
| 54284 | 11.5% | |
| e | 33420 | 7.1% |
| s | 25916 | 5.5% |
| a | 25025 | 5.3% |
| r | 22909 | 4.9% |
| o | 18765 | 4.0% |
| n | 17752 | 3.8% |
| c | 17585 | 3.7% |
| i | 17407 | 3.7% |
| t | 15676 | 3.3% |
| Other values (61) | 222346 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 471085 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 54284 | 11.5% | |
| e | 33420 | 7.1% |
| s | 25916 | 5.5% |
| a | 25025 | 5.3% |
| r | 22909 | 4.9% |
| o | 18765 | 4.0% |
| n | 17752 | 3.8% |
| c | 17585 | 3.7% |
| i | 17407 | 3.7% |
| t | 15676 | 3.3% |
| Other values (61) | 222346 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 471085 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 54284 | 11.5% | |
| e | 33420 | 7.1% |
| s | 25916 | 5.5% |
| a | 25025 | 5.3% |
| r | 22909 | 4.9% |
| o | 18765 | 4.0% |
| n | 17752 | 3.8% |
| c | 17585 | 3.7% |
| i | 17407 | 3.7% |
| t | 15676 | 3.3% |
| Other values (61) | 222346 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 471085 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 54284 | 11.5% | |
| e | 33420 | 7.1% |
| s | 25916 | 5.5% |
| a | 25025 | 5.3% |
| r | 22909 | 4.9% |
| o | 18765 | 4.0% |
| n | 17752 | 3.8% |
| c | 17585 | 3.7% |
| i | 17407 | 3.7% |
| t | 15676 | 3.3% |
| Other values (61) | 222346 |
Interactions
Correlations
| acousticness | danceability | duration_ms | energy | genre | instrumentalness | key | liveness | loudness | mode | speechiness | tempo | time_signature | valence | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| acousticness | 1.000 | 0.212 | -0.399 | -0.534 | 0.166 | -0.508 | -0.021 | -0.077 | -0.179 | 0.026 | 0.285 | 0.091 | 0.063 | 0.191 |
| danceability | 0.212 | 1.000 | -0.109 | -0.372 | 0.243 | -0.141 | -0.009 | -0.232 | -0.265 | 0.086 | 0.255 | -0.239 | 0.074 | 0.358 |
| duration_ms | -0.399 | -0.109 | 1.000 | 0.310 | 0.323 | 0.524 | 0.065 | -0.056 | -0.050 | 0.080 | -0.295 | -0.126 | 0.045 | -0.190 |
| energy | -0.534 | -0.372 | 0.310 | 1.000 | 0.227 | 0.385 | 0.037 | 0.212 | 0.568 | 0.036 | -0.099 | 0.021 | 0.060 | -0.050 |
| genre | 0.166 | 0.243 | 0.323 | 0.227 | 1.000 | 0.293 | 0.078 | 0.118 | 0.227 | 0.169 | 0.187 | 0.420 | 0.083 | 0.183 |
| instrumentalness | -0.508 | -0.141 | 0.524 | 0.385 | 0.293 | 1.000 | 0.067 | -0.053 | -0.141 | 0.033 | -0.429 | -0.228 | 0.032 | -0.356 |
| key | -0.021 | -0.009 | 0.065 | 0.037 | 0.078 | 0.067 | 1.000 | -0.011 | -0.006 | 0.414 | -0.015 | -0.010 | 0.015 | 0.027 |
| liveness | -0.077 | -0.232 | -0.056 | 0.212 | 0.118 | -0.053 | -0.011 | 1.000 | 0.183 | 0.000 | 0.073 | 0.087 | 0.011 | -0.030 |
| loudness | -0.179 | -0.265 | -0.050 | 0.568 | 0.227 | -0.141 | -0.006 | 0.183 | 1.000 | 0.026 | 0.075 | 0.244 | 0.046 | 0.083 |
| mode | 0.026 | 0.086 | 0.080 | 0.036 | 0.169 | 0.033 | 0.414 | 0.000 | 0.026 | 1.000 | 0.051 | 0.050 | 0.006 | 0.026 |
| speechiness | 0.285 | 0.255 | -0.295 | -0.099 | 0.187 | -0.429 | -0.015 | 0.073 | 0.075 | 0.051 | 1.000 | 0.186 | 0.051 | 0.272 |
| tempo | 0.091 | -0.239 | -0.126 | 0.021 | 0.420 | -0.228 | -0.010 | 0.087 | 0.244 | 0.050 | 0.186 | 1.000 | 0.065 | 0.055 |
| time_signature | 0.063 | 0.074 | 0.045 | 0.060 | 0.083 | 0.032 | 0.015 | 0.011 | 0.046 | 0.006 | 0.051 | 0.065 | 1.000 | 0.034 |
| valence | 0.191 | 0.358 | -0.190 | -0.050 | 0.183 | -0.356 | 0.027 | -0.030 | 0.083 | 0.026 | 0.272 | 0.055 | 0.034 | 1.000 |
Missing values
Sample
| danceability | energy | key | loudness | mode | speechiness | acousticness | instrumentalness | liveness | valence | tempo | type | duration_ms | time_signature | genre | song_name | title | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 0.831 | 0.814 | 2 | -7.364 | 1 | 0.4200 | 0.0598 | 0.013400 | 0.0556 | 0.3890 | 156.985 | audio_features | 124539 | 4 | Dark Trap | Mercury: Retrograde | None |
| 1 | 0.719 | 0.493 | 8 | -7.230 | 1 | 0.0794 | 0.4010 | 0.000000 | 0.1180 | 0.1240 | 115.080 | audio_features | 224427 | 4 | Dark Trap | Pathology | None |
| 2 | 0.850 | 0.893 | 5 | NaN | 1 | 0.0623 | 0.0138 | 0.000004 | 0.3720 | 0.0391 | 218.050 | audio_features | 98821 | 4 | Dark Trap | Symbiote | None |
| 3 | 0.476 | 0.781 | 0 | -4.710 | 1 | 0.1030 | 0.0237 | 0.000000 | 0.1140 | 0.1750 | 186.948 | audio_features | 123661 | 3 | Dark Trap | ProductOfDrugs (Prod. The Virus and Antidote) | None |
| 4 | 0.798 | 0.624 | 2 | -7.668 | 1 | 0.2930 | 0.2170 | 0.000000 | 0.1660 | 0.5910 | 147.988 | audio_features | 123298 | 4 | Dark Trap | Venom | None |
| 5 | 0.721 | 0.568 | 0 | -11.295 | 1 | 0.4140 | 0.0452 | 0.212000 | 0.1280 | 0.1090 | 144.915 | audio_features | 112511 | 4 | Dark Trap | Gatteka | None |
| 6 | 0.718 | 0.668 | 8 | -4.162 | 1 | 0.1370 | 0.0254 | 0.007800 | 0.1240 | 0.0380 | 130.826 | audio_features | 77584 | 4 | Dark Trap | kamikaze (+ pulse) | None |
| 7 | 0.694 | 0.711 | 8 | NaN | 1 | 0.2210 | 0.0397 | 0.000000 | 0.1120 | 0.2830 | 138.049 | audio_features | 127524 | 3 | Dark Trap | T.R.U. (Totally Rotten Underground) | None |
| 8 | 0.774 | 0.751 | 1 | -2.445 | 1 | 0.1980 | 0.0614 | 0.000000 | 0.0728 | 0.1890 | 219.960 | audio_features | 140326 | 4 | Dark Trap | I Put My Dick in Your Mental | None |
| 9 | 0.893 | 0.907 | 11 | -10.406 | 1 | 0.3670 | 0.1520 | 0.031100 | 0.5580 | 0.3020 | 199.942 | audio_features | 121979 | 4 | Dark Trap | Andromeda | None |
| danceability | energy | key | loudness | mode | speechiness | acousticness | instrumentalness | liveness | valence | tempo | type | duration_ms | time_signature | genre | song_name | title | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 42886 | 0.875 | 0.753 | 8 | -6.899 | 0 | 0.0901 | 0.040500 | 0.000099 | 0.1680 | 0.7350 | 112.002 | audio_features | 210187 | 4 | Trap Metal | Smoke Break | None |
| 42887 | 0.589 | 0.783 | 6 | -11.170 | 1 | 0.0413 | 0.000421 | 0.916000 | 0.0839 | 0.0345 | 123.995 | audio_features | 410323 | 4 | techno | None | Dark Techno Rave |
| 42888 | 0.623 | 0.845 | 8 | -9.082 | 1 | 0.0508 | 0.016000 | 0.864000 | 0.0862 | 0.3690 | 134.978 | audio_features | 546707 | 4 | trance | None | Top Trance Songs EVER |
| 42889 | 0.674 | 0.990 | 5 | NaN | 1 | 0.2840 | 0.312000 | 0.000016 | 0.6270 | 0.5090 | 173.948 | audio_features | 182069 | 4 | dnb | None | UKF Drum & Bass - All Uploads |
| 42890 | 0.653 | 0.944 | 2 | NaN | 1 | 0.0917 | 0.001630 | 0.473000 | 0.3520 | 0.0754 | 139.970 | audio_features | 221000 | 4 | trance | None | TRANNCE 2020 Best Trance Music Official |
| 42891 | 0.802 | 0.630 | 9 | -9.348 | 0 | 0.4320 | 0.204000 | 0.000002 | 0.0649 | 0.8770 | 144.008 | audio_features | 66743 | 4 | Underground Rap | Bang Bros! | None |
| 42892 | 0.565 | 0.996 | 11 | NaN | 0 | 0.0682 | 0.000050 | 0.816000 | 0.9220 | 0.0658 | 145.000 | audio_features | 590875 | 4 | psytrance | None | PSYTRANCE BANGERS best new 2020 |
| 42893 | 0.514 | 0.955 | 0 | -5.182 | 0 | 0.0402 | 0.000053 | 0.889000 | 0.3380 | 0.1100 | 138.030 | audio_features | 221007 | 4 | trance | None | Top Trance Songs EVER |
| 42894 | 0.749 | 0.639 | 1 | -9.841 | 1 | 0.1940 | 0.080900 | 0.609000 | 0.3620 | 0.6490 | 153.003 | audio_features | 215202 | 4 | Underground Rap | Southern Hostility | None |
| 42895 | 0.645 | 0.980 | 0 | -6.898 | 1 | 0.0445 | 0.000029 | 0.843000 | 0.3180 | 0.2600 | 143.018 | audio_features | 443077 | 4 | psytrance | None | Psytrance: From Full on to Forrest Trance |
Duplicate rows
Most frequently occurring
| danceability | energy | key | loudness | mode | speechiness | acousticness | instrumentalness | liveness | valence | tempo | type | duration_ms | time_signature | genre | song_name | title | # duplicates | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 422 | 0.631 | 0.623 | 8 | -6.969 | 1 | 0.2650 | 0.463000 | 0.000002 | 0.1510 | 0.7650 | 160.460 | audio_features | 227893 | 4 | Hiphop | Everything I Am | NaN | 4 |
| 60 | 0.389 | 0.768 | 1 | -4.765 | 1 | 0.2560 | 0.038000 | 0.000000 | 0.1190 | 0.3340 | 90.146 | audio_features | 183567 | 4 | Rap | WRONG (feat. Lil Mosey) | NaN | 3 |
| 98 | 0.431 | 0.961 | 2 | -6.598 | 0 | 0.0603 | 0.000246 | 0.207000 | 0.3680 | 0.1630 | 138.001 | audio_features | 235187 | 4 | trance | NaN | TRANNCE 2020 Best Trance Music Official | 3 |
| 146 | 0.473 | 0.735 | 11 | -6.131 | 0 | 0.0498 | 0.010600 | 0.000000 | 0.2660 | 0.6500 | 154.546 | audio_features | 179453 | 4 | Emo | You're So Last Summer | NaN | 3 |
| 150 | 0.476 | 0.407 | 4 | -9.239 | 0 | 0.0368 | 0.247000 | 0.000000 | 0.1440 | 0.2260 | 178.258 | audio_features | 242467 | 4 | RnB | Officially Missing You | NaN | 3 |
| 182 | 0.495 | 0.891 | 1 | -5.599 | 0 | 0.0504 | 0.001870 | 0.112000 | 0.3220 | 0.2240 | 149.982 | audio_features | 142400 | 4 | hardstyle | NaN | Euphoric Hardstyle & Melodic Hardstyle | 3 |
| 219 | 0.513 | 0.855 | 8 | -3.664 | 1 | 0.0375 | 0.029300 | 0.933000 | 0.3160 | 0.0367 | 173.996 | audio_features | 364149 | 4 | dnb | NaN | Liquid Drum & Bass | 3 |
| 285 | 0.548 | 0.554 | 9 | -6.408 | 1 | 0.0587 | 0.283000 | 0.000000 | 0.0708 | 0.3820 | 159.836 | audio_features | 207507 | 4 | RnB | Stickwitu | NaN | 3 |
| 301 | 0.554 | 0.978 | 4 | NaN | 1 | 0.1310 | 0.111000 | 0.000000 | 0.0731 | 0.5940 | 135.095 | audio_features | 162600 | 4 | Emo | Faint | NaN | 3 |
| 419 | 0.629 | 0.696 | 1 | -5.572 | 0 | 0.3480 | 0.019500 | 0.000000 | 0.0554 | 0.6230 | 186.068 | audio_features | 207627 | 4 | Hiphop | Gold Digger | NaN | 3 |